Machine learning foundations· book· 1996
Bayesian Learning for Neural Networks
On the reading lists
- #12 on the Books shelf (2026 edition)
Why it matters
Foundational treatment of Bayesian neural networks, function-space priors, and MCMC training.
Condensed from the expert lists' notes.
The record
- First released
- 1996 (from OpenAlex)
- Citations
- 4,275 citations, as counted by OpenAlex (CC0)
- Named by
- both expert lists
Editor's notes
- Classed as book: Radford Neal's 1996 Springer book, based on his thesis. (AI draft (Claude), not yet reviewed, 2026-10-29)
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.